Zohaib Salahuddin

1.1k total citations · 1 hit paper
13 papers, 446 citations indexed

About

Zohaib Salahuddin is a scholar working on Radiology, Nuclear Medicine and Imaging, Artificial Intelligence and Pulmonary and Respiratory Medicine. According to data from OpenAlex, Zohaib Salahuddin has authored 13 papers receiving a total of 446 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Radiology, Nuclear Medicine and Imaging, 6 papers in Artificial Intelligence and 5 papers in Pulmonary and Respiratory Medicine. Recurrent topics in Zohaib Salahuddin's work include Radiomics and Machine Learning in Medical Imaging (11 papers), AI in cancer detection (4 papers) and Artificial Intelligence in Healthcare and Education (3 papers). Zohaib Salahuddin is often cited by papers focused on Radiomics and Machine Learning in Medical Imaging (11 papers), AI in cancer detection (4 papers) and Artificial Intelligence in Healthcare and Education (3 papers). Zohaib Salahuddin collaborates with scholars based in Netherlands, Belgium and Germany. Zohaib Salahuddin's co-authors include Philippe Lambin, Henry C. Woodruff, Avishek Chatterjee, Abdalla Ibrahim, Sergey Primakov, Vincent Andrearczyk, Henning Müller, Turkey Refaee, Hannes Nickisch and Renaud Louis and has published in prestigious journals such as IEEE Access, Nature Reviews Clinical Oncology and Cancers.

In The Last Decade

Zohaib Salahuddin

13 papers receiving 436 citations

Hit Papers

Transparency of deep neural networks for medical image an... 2021 2026 2022 2024 2021 50 100 150 200 250
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Transparency of deep neural networks for medical image analysis: A review of interpretability methods
    2021 253 citations Zohaib Salahuddin, Henry C. Woodruff et al. Computers in Biology and Medicine profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Zohaib Salahuddin Netherlands 7 274 173 88 85 64 13 446
Gustav Müller‐Franzes Germany 11 316 1.2× 239 1.4× 70 0.8× 73 0.9× 99 1.5× 22 567
Katharina Hoebel United States 10 237 0.9× 157 0.9× 77 0.9× 81 1.0× 70 1.1× 17 472
Paul Desbordes France 9 285 1.0× 142 0.8× 104 1.2× 71 0.8× 57 0.9× 13 534
Natascha Claudia D’Amico Italy 7 305 1.1× 198 1.1× 73 0.8× 99 1.2× 80 1.3× 10 538
Alanna Vial Australia 5 242 0.9× 117 0.7× 62 0.7× 87 1.0× 84 1.3× 8 440
Christoph Haarburger Germany 11 446 1.6× 310 1.8× 77 0.9× 93 1.1× 80 1.3× 16 676
Avi Ben-Cohen Israel 8 262 1.0× 209 1.2× 68 0.8× 118 1.4× 79 1.2× 10 594
Keewon Shin South Korea 9 199 0.7× 122 0.7× 45 0.5× 131 1.5× 58 0.9× 21 455
Mohamed Shehata Egypt 14 377 1.4× 152 0.9× 142 1.6× 107 1.3× 61 1.0× 55 648
Ryoungwoo Jang South Korea 7 214 0.8× 124 0.7× 49 0.6× 113 1.3× 49 0.8× 8 398

Countries citing papers authored by Zohaib Salahuddin

Since Specialization
Citations

This map shows the geographic impact of Zohaib Salahuddin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Zohaib Salahuddin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Zohaib Salahuddin more than expected).

Fields of papers citing papers by Zohaib Salahuddin

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Zohaib Salahuddin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Zohaib Salahuddin. The network helps show where Zohaib Salahuddin may publish in the future.

Co-authorship network of co-authors of Zohaib Salahuddin

This figure shows the co-authorship network connecting the top 25 collaborators of Zohaib Salahuddin. A scholar is included among the top collaborators of Zohaib Salahuddin based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Zohaib Salahuddin. Zohaib Salahuddin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

13 of 13 papers shown
1.
Woodruff, Henry C., Xian Zhong, Kuang Sheng, et al.. (2025). Radiomics Quality Score 2.0: towards radiomics readiness levels and clinical translation for personalized medicine. Nature Reviews Clinical Oncology. 22(11). 831–846. 4 indexed citations
2.
Casale, Roberto, Zohaib Salahuddin, Thomas Guiot, et al.. (2024). Development of Clinical Radiomics-Based Models to Predict Survival Outcome in Pancreatic Ductal Adenocarcinoma: A Multicenter Retrospective Study. Diagnostics. 14(7). 712–712. 1 indexed citations
3.
Primakov, Sergey, et al.. (2023). Precision-medicine-toolbox: An open-source python package for the quantitative medical image analysis. Software Impacts. 16. 100508–100508. 3 indexed citations
4.
Salahuddin, Zohaib, Henry C. Woodruff, Anja G. van der Kolk, et al.. (2023). UR-CarA-Net: A Cascaded Framework With Uncertainty Regularization for Automated Segmentation of Carotid Arteries on Black Blood MR Images. IEEE Access. 11. 26637–26651. 5 indexed citations
5.
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7.
Refaee, Turkey, Zohaib Salahuddin, Anne-Noëlle Frix, et al.. (2022). Diagnosis of Idiopathic Pulmonary Fibrosis in High-Resolution Computed Tomography Scans Using a Combination of Handcrafted Radiomics and Deep Learning. Frontiers in Medicine. 9. 915243–915243. 26 indexed citations
8.
Refaee, Turkey, Zohaib Salahuddin, Sergey Primakov, et al.. (2022). CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features. Journal of Personalized Medicine. 12(4). 553–553. 8 indexed citations
9.
Ibrahim, Abdalla, Bruno Barufaldi, Turkey Refaee, et al.. (2022). MaasPenn Radiomics Reproducibility Score: A Novel Quantitative Measure for Evaluating the Reproducibility of CT-Based Handcrafted Radiomic Features. Cancers. 14(7). 1599–1599. 6 indexed citations
10.
Ibrahim, Abdalla, Henry C. Woodruff, Vincent Andrearczyk, et al.. (2021). Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods. Journal of Personalized Medicine. 11(9). 842–842. 116 indexed citations
11.
Salahuddin, Zohaib, Henry C. Woodruff, Avishek Chatterjee, & Philippe Lambin. (2021). Transparency of deep neural networks for medical image analysis: A review of interpretability methods. Computers in Biology and Medicine. 140. 105111–105111. 253 indexed citations breakdown →
12.
Salahuddin, Zohaib, Henry C. Woodruff, Avishek Chatterjee, & Philippe Lambin. (2021). Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods. arXiv (Cornell University). 1 indexed citations
13.
Salahuddin, Zohaib, et al.. (2020). Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans. arXiv (Cornell University). 9 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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